diff --git a/accounts/abi/bind/backends/simulated.go b/accounts/abi/bind/backends/simulated.go
index 39a98405eb48..0311c72ca9dd 100644
--- a/accounts/abi/bind/backends/simulated.go
+++ b/accounts/abi/bind/backends/simulated.go
@@ -604,7 +604,11 @@ func (fb *filterBackend) HeaderByHash(ctx context.Context, hash common.Hash) (*t
 }
 
 func (fb *filterBackend) GetReceipts(ctx context.Context, hash common.Hash) (types.Receipts, error) {
-	return core.GetBlockReceipts(fb.db, hash, core.GetBlockNumber(fb.db, hash)), nil
+	number := rawdb.ReadHeaderNumber(fb.db, hash)
+	if number == nil {
+		return nil, nil
+	}
+	return rawdb.ReadReceipts(fb.db, hash, *number, fb.bc.Config()), nil
 }
 
 func (fb *filterBackend) GetBody(ctx context.Context, hash common.Hash, number rpc.BlockNumber) (*types.Body, error) {
diff --git a/core/blockchain.go b/core/blockchain.go
index a9b98f1e4501..a845e21a26e2 100644
--- a/core/blockchain.go
+++ b/core/blockchain.go
@@ -68,6 +68,7 @@ var (
 const (
 	bodyCacheLimit      = 256
 	blockCacheLimit     = 256
+	receiptsCacheLimit  = 32
 	maxFutureBlocks     = 256
 	maxTimeFutureBlocks = 30
 	badBlockLimit       = 10
@@ -141,6 +142,7 @@ type BlockChain struct {
 
 	bodyCache        *lru.Cache    // Cache for the most recent block bodies
 	bodyRLPCache     *lru.Cache    // Cache for the most recent block bodies in RLP encoded format
+	receiptsCache    *lru.Cache    // Cache for the most recent block eceipts
 	blockCache       *lru.Cache    // Cache for the most recent entire blocks
 	futureBlocks     *lru.Cache    // future blocks are blocks added for later processing
 	resultProcess    *lru.Cache    // Cache for processed blocks
@@ -184,6 +186,7 @@ func NewBlockChain(db ethdb.Database, cacheConfig *CacheConfig, chainConfig *par
 	}
 	bodyCache, _ := lru.New(bodyCacheLimit)
 	bodyRLPCache, _ := lru.New(bodyCacheLimit)
+	receiptsCache, _ := lru.New(receiptsCacheLimit)
 	blockCache, _ := lru.New(blockCacheLimit)
 	blocksHashCache, _ := lru.New(blocksHashCacheLimit)
 	futureBlocks, _ := lru.New(maxFutureBlocks)
@@ -209,6 +212,7 @@ func NewBlockChain(db ethdb.Database, cacheConfig *CacheConfig, chainConfig *par
 		quit:                make(chan struct{}),
 		bodyCache:           bodyCache,
 		bodyRLPCache:        bodyRLPCache,
+		receiptsCache:       receiptsCache,
 		blockCache:          blockCache,
 		futureBlocks:        futureBlocks,
 		resultProcess:       resultProcess,
@@ -410,6 +414,7 @@ func (bc *BlockChain) SetHead(head uint64) error {
 	// Clear out any stale content from the caches
 	bc.bodyCache.Purge()
 	bc.bodyRLPCache.Purge()
+	bc.receiptsCache.Purge()
 	bc.blockCache.Purge()
 	bc.futureBlocks.Purge()
 	bc.blocksHashCache.Purge()
@@ -821,7 +826,19 @@ func (bc *BlockChain) GetBlockByNumber(number uint64) *types.Block {
 
 // GetReceiptsByHash retrieves the receipts for all transactions in a given block.
 func (bc *BlockChain) GetReceiptsByHash(hash common.Hash) types.Receipts {
-	return GetBlockReceipts(bc.db, hash, GetBlockNumber(bc.db, hash))
+	if receipts, ok := bc.receiptsCache.Get(hash); ok {
+		return receipts.(types.Receipts)
+	}
+	number := rawdb.ReadHeaderNumber(bc.db, hash)
+	if number == nil {
+		return nil
+	}
+	receipts := rawdb.ReadReceipts(bc.db, hash, *number, bc.chainConfig)
+	if receipts == nil {
+		return nil
+	}
+	bc.receiptsCache.Add(hash, receipts)
+	return receipts
 }
 
 // GetBlocksFromHash returns the block corresponding to hash and up to n-1 ancestors.
diff --git a/core/rawdb/accessors_chain.go b/core/rawdb/accessors_chain.go
index ebed7acffcce..7073e8431a60 100644
--- a/core/rawdb/accessors_chain.go
+++ b/core/rawdb/accessors_chain.go
@@ -214,6 +214,9 @@ func ReadRawReceipts(db ethdb.Reader, hash common.Hash, number uint64) types.Rec
 	receipts := make(types.Receipts, len(storageReceipts))
 	for i, storageReceipt := range storageReceipts {
 		receipts[i] = (*types.Receipt)(storageReceipt)
+		receipts[i].BlockHash = hash
+		receipts[i].BlockNumber = new(big.Int).SetUint64(number)
+		receipts[i].TransactionIndex = uint(i)
 	}
 	return receipts
 }
diff --git a/core/rawdb/schema.go b/core/rawdb/schema.go
index 0a08eeed69ed..26d098347e74 100644
--- a/core/rawdb/schema.go
+++ b/core/rawdb/schema.go
@@ -25,7 +25,9 @@ import (
 
 // The fields below define the low level database schema prefixing.
 var (
+	// headBlockKey tracks the latest known full block's hash.
 	headBlockKey = []byte("LastBlock")
+
 	// Data item prefixes (use single byte to avoid mixing data types, avoid `i`, used for indexes).
 	headerPrefix       = []byte("h") // headerPrefix + num (uint64 big endian) + hash -> header
 	headerHashSuffix   = []byte("n") // headerPrefix + num (uint64 big endian) + headerHashSuffix -> hash
diff --git a/eth/api_backend.go b/eth/api_backend.go
index 2b1f4861c1a0..9496baed4b27 100644
--- a/eth/api_backend.go
+++ b/eth/api_backend.go
@@ -241,7 +241,7 @@ func (b *EthApiBackend) GetBlock(ctx context.Context, blockHash common.Hash) (*t
 }
 
 func (b *EthApiBackend) GetReceipts(ctx context.Context, blockHash common.Hash) (types.Receipts, error) {
-	return core.GetBlockReceipts(b.eth.chainDb, blockHash, core.GetBlockNumber(b.eth.chainDb, blockHash)), nil
+	return b.eth.blockchain.GetReceiptsByHash(blockHash), nil
 }
 
 func (b *EthApiBackend) GetLogs(ctx context.Context, hash common.Hash, number uint64) ([][]*types.Log, error) {
diff --git a/les/api_backend.go b/les/api_backend.go
index 77c3abeb8f22..5d97ab0b883a 100644
--- a/les/api_backend.go
+++ b/les/api_backend.go
@@ -24,18 +24,17 @@ import (
 	"os"
 	"path/filepath"
 
+	"github.com/XinFinOrg/XDPoSChain/XDCx"
 	"github.com/XinFinOrg/XDPoSChain/XDCx/tradingstate"
 	"github.com/XinFinOrg/XDPoSChain/XDCxlending"
-	"github.com/XinFinOrg/XDPoSChain/accounts/abi/bind"
-
-	"github.com/XinFinOrg/XDPoSChain/XDCx"
-
 	"github.com/XinFinOrg/XDPoSChain/accounts"
+	"github.com/XinFinOrg/XDPoSChain/accounts/abi/bind"
 	"github.com/XinFinOrg/XDPoSChain/common"
 	"github.com/XinFinOrg/XDPoSChain/common/math"
 	"github.com/XinFinOrg/XDPoSChain/consensus"
 	"github.com/XinFinOrg/XDPoSChain/core"
 	"github.com/XinFinOrg/XDPoSChain/core/bloombits"
+	"github.com/XinFinOrg/XDPoSChain/core/rawdb"
 	"github.com/XinFinOrg/XDPoSChain/core/state"
 	"github.com/XinFinOrg/XDPoSChain/core/types"
 	"github.com/XinFinOrg/XDPoSChain/core/vm"
@@ -171,7 +170,10 @@ func (b *LesApiBackend) GetBlock(ctx context.Context, blockHash common.Hash) (*t
 }
 
 func (b *LesApiBackend) GetReceipts(ctx context.Context, blockHash common.Hash) (types.Receipts, error) {
-	return light.GetBlockReceipts(ctx, b.eth.odr, blockHash, core.GetBlockNumber(b.eth.chainDb, blockHash))
+	if number := rawdb.ReadHeaderNumber(b.eth.chainDb, blockHash); number != nil {
+		return light.GetBlockReceipts(ctx, b.eth.odr, blockHash, *number)
+	}
+	return nil, nil
 }
 
 func (b *LesApiBackend) GetLogs(ctx context.Context, hash common.Hash, number uint64) ([][]*types.Log, error) {